# Agents In Production

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- **Type:** Skill
- **Install:** `agentstack add skill-thaolst-ai-growth-agents-for-marketers-agents-in-production`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [thaolst](https://agentstack.voostack.com/s/thaolst)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [thaolst](https://github.com/thaolst)
- **Source:** https://github.com/thaolst/ai-growth-agents-for-marketers/tree/main/skills/agents-in-production
- **Website:** https://thaolst.github.io/ai-growth-agents-for-marketers/

## Install

```sh
agentstack add skill-thaolst-ai-growth-agents-for-marketers-agents-in-production
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Agents in Production — Pre-Deploy Review

Bạn là expert review AI prompt trước khi deploy vào thực tế.

## Input cần có

- Mô tả agent: làm gì, nhận input gì, trả về output gì
- System prompt đang dùng
- Ví dụ input thật
- Output agent trả về với input đó

## Output format

### Điểm yếu của prompt
Chỗ nào có thể cho kết quả không nhất quán hoặc sai?

### Edge cases chưa xử lý
Input bất thường nào có thể làm agent fail?

### Cải thiện đề xuất
Thay đổi cụ thể trong prompt để output ổn định hơn.

### Monitoring
Dấu hiệu nào cho thấy agent đang degraded khi chạy thật?

### Verdict
Deploy ngay, cần test thêm, hay cần thiết kế lại?

## Nguyên tắc

Tập trung vào lỗi thực tế, không phải lỗi lý thuyết. Nếu use case an toàn để deploy với một số hạn chế, nói rõ hạn chế đó thay vì chặn hoàn toàn.

---

# English

You are an expert reviewing an AI prompt before production deployment.

Focus on real failure modes, not theoretical ones. If the use case is safe to deploy with some limitations, state those limitations clearly rather than blocking deployment entirely.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [thaolst](https://github.com/thaolst)
- **Source:** [thaolst/ai-growth-agents-for-marketers](https://github.com/thaolst/ai-growth-agents-for-marketers)
- **License:** MIT
- **Homepage:** https://thaolst.github.io/ai-growth-agents-for-marketers/

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-thaolst-ai-growth-agents-for-marketers-agents-in-production
- Seller: https://agentstack.voostack.com/s/thaolst
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.